K. Andrea Scott

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 22

Top Topics

Curvelet Transform

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Manveer Singh Tamber, K. Andrea Scott, Leif Toudal Pedersen
Accounting for Label Errors When Training a Convolutional Neural Network to Estimate Sea Ice Concentration Using Operational Ice Charts. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Daniel Sola, K. Andrea Scott
Efficient Shallow Network for River Ice Segmentation. Remote. Sens. 14 (10) (2022)
Nastaran Saberi, Richard E. J. Kelly, Jinmei Pan, Michael Durand, Joslin Goh, K. Andrea Scott
The Use of a Monte Carlo Markov Chain Method for Snow-Depth Retrievals: A Case Study Based on Airborne Microwave Observations and Emission Modeling Experiments of Tundra Snow. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Nazanin Asadi, K. Andrea Scott, Alexander S. Komarov, Mark Buehner, David A. Clausi
Evaluation of a Neural Network With Uncertainty for Detection of Ice and Water in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Armina Soleymani, K. Andrea Scott
Evaluation of a Neural Network on Sea Ice Concentration Estimation in MIZ Using Passive Microwave Data. IGARSS (2021)
Anmol Sharan Nagi, Devinder Kumar, Daniel Sola, K. Andrea Scott
RUF: Effective Sea Ice Floe Segmentation Using End-to-End RES-UNET-CRF with Dual Loss. Remote. Sens. 13 (13) (2021)
K. Andrea Scott
Extended Categorical Triple Collocation for Evaluating Sea Ice/Open Water Data Sets. IEEE Geosci. Remote. Sens. Lett. 18 (6) (2021)
Keerthijan Radhakrishnan, K. Andrea Scott, David A. Clausi
Sea Ice Concentration Estimation: Using Passive Microwave and SAR Data With a U-Net and Curriculum Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Daniel Sola, Anmol Sharan Nagi, K. Andrea Scott
Identifying Sea Ice Ridging in SAR Imagery Using Convolutional Neural Networks. IGARSS (2020)
Anmol Sharan Nagi, Manpreet Singh Minhas, Linlin Xu, K. Andrea Scott
A Multi-Scale Technique to Detect Marginal Ice Zones Using Convolutional Neural Networks. IGARSS (2020)
Stephen Marshall, K. Andrea Scott, Randall K. Scharien
Passive Microwave Melt Onset Retrieval Based on a Variable Threshold: Assessment in the Canadian Arctic Archipelago. Remote. Sens. 11 (11) (2019)
K. Andrea Scott
Assessment of Categorical Triple Collocation for Sea Ice/Open Water Observations: Application to the Gulf of Saint Lawrence. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Colin L. V. Cooke, K. Andrea Scott
Estimating Sea Ice Concentration From SAR: Training Convolutional Neural Networks With Passive Microwave Data. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Homa Kheyrollah Pour, Claude R. Duguay, K. Andrea Scott, Kyung-Kuk Kang
Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Lei Wang, K. Andrea Scott, David A. Clausi, Yan Xu
Ice concentration estimation in the gulf of St. Lawrence using fully convolutional neural network. IGARSS (2017)
Lei Wang, K. Andrea Scott, David A. Clausi
Sea Ice Concentration Estimation during Freeze-Up from SAR Imagery Using a Convolutional Neural Network. Remote. Sens. 9 (5) (2017)
Yan Xu, K. Andrea Scott
Sea ice and open water classification of sar imagery using cnn-based transfer learning. IGARSS (2017)
Ahmad Mozaffari, K. Andrea Scott, Shoja'eddin Chenouri, Nasser L. Azad
A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness. Soft Comput. 21 (16) (2017)
Ahmad Mozaffari, K. Andrea Scott, Nasser L. Azad, Shoja'eddin Chenouri
A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness. Appl. Intell. 46 (1) (2017)
Lei Wang, K. Andrea Scott, Linlin Xu, David A. Clausi
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Jiange Liu, K. Andrea Scott, Ahmed Gawish, Paul W. Fieguth
Automatic Detection of the Ice Edge in SAR Imagery Using Curvelet Transform and Active Contour. Remote. Sens. 8 (6) (2016)
Jiange Liu, K. Andrea Scott, Paul W. Fieguth
Curvelet based feature extraction of dynamic ice from SAR imagery. IGARSS (2015)
Lei Wang, K. Andrea Scott, David A. Clausi
Automatic feature learning of SAR images for sea ice concentration estimation using feed-forward neural networks. IGARSS (2014)
Zahra Ashouri, K. Andrea Scott
A heuristic method to use ice andwater probabilities from SAR imagery to improve ice concentration estimates. IGARSS (2014)
K. Andrea Scott, Edward Li, Alexander Wong
Sea Ice Surface Temperature Estimation Using MODIS and AMSR-E Data Within a Guided Variational Model Along the Labrador Coast. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)
K. Andrea Scott, Mark Buehner, Tom Carrieres
An Assessment of Sea-Ice Thickness Along the Labrador Coast From AMSR-E and MODIS Data for Operational Data Assimilation. IEEE Trans. Geosci. Remote. Sens. 52 (5) (2014)
Alexander Wong, K. Andrea Scott, Edward Li, Robert Amelard
Continuous sea ice thickness estimation using a joint MODIS and AMSR-E guided variational model. IGARSS (2013)